Semi-Supervised Learning

Incomplete Attribute Learning with auxiliary labels IJCAI 2017 Increasing Recall of Lengthening Detection via Semi-Automatic Classification Interspeech 2017 Incremental Matrix Factorization: A Linear Feature Transformation Perspective IJCAI 2017 Infinite Variational Autoencoder for Semi-Supervised Learning CVPR 2017 Instance-Level Label Propagation with Multi-Instance Learning IJCAI 2017 i-Vector DNN Scoring and Calibration for Noise Robust Speaker Verification Interspeech 2017 Joint Label Inference in Networks JMLR 2017 Learning a Neural Semantic Parser from User Feedback ACL 2017 Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017 Learning by Association -- A Versatile Semi-Supervised Training Method for Neural Networks CVPR 2017 Learning Disentangled Representations with Semi-Supervised Deep Generative Models NeurIPS 2017 Learning From Noisy Large-Scale Datasets With Minimal Supervision CVPR 2017 Learning Latest Classifiers without Additional Labeled Data IJCAI 2017 Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks CVPR 2017 Learning to Identify Ambiguous and Misleading News Headlines IJCAI 2017 Learning to Learn Programs from Examples: Going Beyond Program Structure IJCAI 2017 Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction IJCAI 2017 Max-Margin Invariant Features from Transformed Unlabelled Data NeurIPS 2017 Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results NeurIPS 2017 Minimax-optimal semi-supervised regression on unknown manifolds AISTATS 2017 Multi-instance multi-label active learning IJCAI 2017 Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction ACL 2017 Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017 Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR 2017 Nonlinear Maximum Margin Multi-View Learning with Adaptive Kernel IJCAI 2017